Most product copy is written by engineers and read by customers who don’t speak that language. One prompt fixes it.
TL;DR: Paste your feature list, ask Claude to translate each spec into a human benefit that saves time or money. You get conversion-ready copy in minutes.
The Real Problem
“Supports OAuth 2.0 and SAML integration” is not a selling point for most buyers. “Works with the tools your team already uses, no new logins” is.
Same feature. Completely different reaction from the person reading it. The translation is where the sale actually happens.
And the OAuth example is not unique. “99.9% uptime SLA” becomes “your team never wakes up to a broken tool at 3am.” “Granular role-based permissions” becomes “control exactly who sees what, so sensitive data stays where it belongs.” “Real-time data sync across devices” becomes “start something on your laptop, pick it up on your phone, nothing lost.”
The spec describes the engineering. The benefit describes the relief. Buyers buy relief. Every time you publish a spec as a selling point, you’re making the buyer do translation work they didn’t sign up for. Most of them just leave instead.
The gap between what the product does and what the buyer hears is where most conversion problems actually live. It’s not the product. It’s not the price. It’s the language.
Why This Step Gets Skipped
Engineers should write features. That’s their job. The problem is when that language goes straight onto the landing page without a translation pass.
Marketers don’t always understand the specs. Engineers don’t always think in buyer outcomes. Nobody owns the gap. This prompt creates a bridge between the two.
Here’s how it usually plays out. The engineer ships the feature. Someone asks for copy. The engineer writes what the feature does because that’s what they know. The marketer tweaks the wording slightly but doesn’t fundamentally change the frame because they’re afraid of getting the technical details wrong. The copy goes live. Conversion suffers. Nobody connects the dots.
It’s not a talent problem. It’s a structure problem. The translation step was never assigned to anyone, so it never happened. What used to require a copywriter who understood both the product and the customer now takes one prompt and two minutes. You don’t need a bridge-builder on staff. You need the right question.
The other reason this gets skipped: teams assume customers will figure it out. They won’t. A confused visitor doesn’t ask questions. They just go to the next tab. You have roughly eight seconds on a landing page before someone decides whether to keep reading. Jargon kills that window every time.
🎯 Use Cases
- SaaS landing pages drowning in technical jargon. If your hero section has an acronym in it, run the prompt before you do anything else.
- App store descriptions that read like release notes. The store is a shelf. You’re competing with everything else on that shelf. “Version 4.2: improved API response times” does not move units.
- Sales decks where every slide is a feature bullet. Your AE is in a room with a decision-maker who has 20 minutes and three other vendors queued up. Feature bullets make their eyes glaze over. Benefit statements make them lean in.
- Product emails introducing a new capability. These usually get the lowest click rates of any email type, because they talk about the product instead of the reader. One translation pass flips the ratio.
Prompt of the Day
Here’s the core framework, ready to use:
“Take this Feature List: [your list]. Translate each technical spec into a human benefit that saves time or money. One sentence per feature, plain language only.”
Once you get the output, add a second prompt: “Which of these benefits would make someone stop scrolling? Rank them.” That second step is where your headline lives.
A few things that make this output sharper. Be specific with the feature list. “Fast” gives Claude nothing to work with. “Loads in under 400ms on a 3G connection” gives it something it can translate into “works even when your connection is garbage.” Specifics in, specifics out.
If you’re writing for a specific audience, say so in the prompt. “Translate for a non-technical operations manager at a mid-size company” gets you very different copy than the generic version. The benefit framing shifts based on who’s reading it and what they’re scared of.
After you get the ranked list, take the top two or three benefits and run them through one more pass: “Write three headline variations for each of these benefits. Short, punchy, no buzzwords.” Now you have something to A/B test. The whole process takes under 15 minutes and replaces what used to be a full copywriting brief.
One More Move
Run both prompts on your competitors’ feature pages too. You’ll see exactly what they’re leaving on the table and where you can pull ahead.
Most competitors are publishing the same engineer-written specs you’re trying to move away from. That’s your opening. If they’re saying “multi-tenant architecture with isolated data environments” and you’re saying “your data never touches another company’s data, period,” you’ve already won that comparison before the demo call.
The exercise also tells you something useful about positioning. When you translate five competitors’ feature lists and line up all the benefits side by side, you’ll see the crowded claims and the open ones. Everyone says they save you time. Almost nobody says they save your team from looking bad in front of the client. That’s the kind of gap that builds differentiation, and it shows up in a translation exercise faster than any amount of market research.
Pick one product page you own and try this today. Ten minutes to copy that’s already clearer than what most teams ship after a full sprint.
The ‘Technical-to-Tactical’ Translator.
by u/Significant-Strike40 in PromptEngineering